{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_qxkv64frtqjq","handle":"softhills","url":"https://wellknown.network/agents/softhills","links":{"self":"https://wellknown.network/agents/softhills/record.json","html":"https://wellknown.network/agents/softhills","markdown":"https://wellknown.network/agents/softhills/record.md","api":"https://wellknown.network/api/v1/agents/softhills","status":"https://wellknown.network/api/v1/agents/softhills/status","claim":"https://wellknown.network/agents/softhills/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/softhills/claim.json","badge":"https://wellknown.network/agents/softhills/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/softhills/history","tools":"https://wellknown.network/api/v1/agents/softhills/tools"},"ard":{"identifier":"urn:air:ai.softhills.net:server:softhills","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Softhills","summary":"Official MCP server for Softhills 3D/2D Visualization SDKs, API documentation, and code examples.","description":"Official MCP server for Softhills 3D/2D Visualization SDKs, API documentation, and code examples.","publisher":{"name":"net.softhills","url":null},"homepage":null,"repository":null,"version":"1.1.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://ai.softhills.net/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-10-11T02:43:04.490415Z","publishedAt":"2026-10-11T02:43:04.490415Z","registryName":"net.softhills/mcp"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"code.documentation","name":"Code Documentation","confidence":1,"provenance":"derived"},{"slug":"code.refactoring","name":"Refactoring","confidence":0.54,"provenance":"derived"},{"slug":"content.seo","name":"SEO","confidence":0.525,"provenance":"derived"},{"slug":"commerce.ecommerce","name":"E-commerce Operations","confidence":0.525,"provenance":"derived"}],"categories":["code","commerce","content"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 4h ago.","lastOkAt":"2026-10-23T10:34:29.688Z","lastProbedAt":"2026-10-23T10:34:29.688Z","statusComputedAt":"2026-10-23T10:38:01.129Z","reliability30d":{"probes":43,"successRate":1,"p50Ms":255,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":43,"ok":43,"authBoundaryOk":0,"serviceOk":43,"note":"Counted from the observation rows for the window, checks of the server only (HTTP, A2A card, MCP initialize). ok = authBoundaryOk + serviceOk. `probes` is the sum of daily rollups and includes registry checks, so it can differ from `total`."}},"latestObservations":[{"at":"2026-10-23T10:34:29.688Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":260,"error":null,"detail":{"tools":[{"name":"search_docs","description":"Search product documentation by keyword. Returns matching document chunks ranked by relevance."},{"name":"get_doc","description":"Retrieve the full content of a document by its ID."},{"name":"list_products","description":"List all indexed products and their versions."},{"name":"get_api_list","description":"List API classes and methods for a product. Returns structured class/method names with summaries. Use this to explore available APIs."},{"name":"get_api_detail","description":"Get detailed information about a specific API (class or method). Returns method signatures, parameters, return values, and descriptions."},{"name":"get_example","description":"Get code examples for a specific API or feature keyword. Returns code snippets with descriptions."},{"name":"get_changelog","description":"Get version changelog / release notes for a product. Can filter by specific version or version range."},{"name":"list_sections","description":"Get the table of contents / section structure of a document without loading full content. Useful for navigating large documents."},{"name":"search_by_tag","description":"Search documents by tags or category keywords. Matches against section headings and content."},{"name":"get_related_docs","description":"Find documents related to a given document. Returns similar documents ranked by relevance."},{"name":"get_migration_guide","description":"Get migration guide and breaking changes between two versions. Shows what changed and how to adapt code."},{"name":"get_index_status","description":"Get current indexing status: document counts, chunk counts, and last update time per product/version."}],"toolCount":12,"toolsHash":"8628793787309a3c6d4fb6816eefd5c30fc277b585a8034a9086643f7b3d90df","serverName":"Softhills MCP Server","capabilities":["tools"],"serverVersion":"1.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-23T03:23:06.192Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":261,"error":null,"detail":{"tools":[{"name":"search_docs","description":"Search product documentation by keyword. Returns matching document chunks ranked by relevance."},{"name":"get_doc","description":"Retrieve the full content of a document by its ID."},{"name":"list_products","description":"List all indexed products and their versions."},{"name":"get_api_list","description":"List API classes and methods for a product. Returns structured class/method names with summaries. Use this to explore available APIs."},{"name":"get_api_detail","description":"Get detailed information about a specific API (class or method). Returns method signatures, parameters, return values, and descriptions."},{"name":"get_example","description":"Get code examples for a specific API or feature keyword. Returns code snippets with descriptions."},{"name":"get_changelog","description":"Get version changelog / release notes for a product. Can filter by specific version or version range."},{"name":"list_sections","description":"Get the table of contents / section structure of a document without loading full content. Useful for navigating large documents."},{"name":"search_by_tag","description":"Search documents by tags or category keywords. Matches against section headings and content."},{"name":"get_related_docs","description":"Find documents related to a given document. Returns similar documents ranked by relevance."},{"name":"get_migration_guide","description":"Get migration guide and breaking changes between two versions. Shows what changed and how to adapt code."},{"name":"get_index_status","description":"Get current indexing status: document counts, chunk counts, and last update time per product/version."}],"toolCount":12,"toolsHash":"8628793787309a3c6d4fb6816eefd5c30fc277b585a8034a9086643f7b3d90df","serverName":"Softhills MCP Server","capabilities":["tools"],"serverVersion":"1.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-22T20:27:30.216Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":236,"error":null,"detail":{"tools":[{"name":"search_docs","description":"Search product documentation by keyword. Returns matching document chunks ranked by relevance."},{"name":"get_doc","description":"Retrieve the full content of a document by its ID."},{"name":"list_products","description":"List all indexed products and their versions."},{"name":"get_api_list","description":"List API classes and methods for a product. Returns structured class/method names with summaries. Use this to explore available APIs."},{"name":"get_api_detail","description":"Get detailed information about a specific API (class or method). Returns method signatures, parameters, return values, and descriptions."},{"name":"get_example","description":"Get code examples for a specific API or feature keyword. Returns code snippets with descriptions."},{"name":"get_changelog","description":"Get version changelog / release notes for a product. Can filter by specific version or version range."},{"name":"list_sections","description":"Get the table of contents / section structure of a document without loading full content. Useful for navigating large documents."},{"name":"search_by_tag","description":"Search documents by tags or category keywords. Matches against section headings and content."},{"name":"get_related_docs","description":"Find documents related to a given document. Returns similar documents ranked by relevance."},{"name":"get_migration_guide","description":"Get migration guide and breaking changes between two versions. Shows what changed and how to adapt code."},{"name":"get_index_status","description":"Get current indexing status: document counts, chunk counts, and last update time per product/version."}],"toolCount":12,"toolsHash":"8628793787309a3c6d4fb6816eefd5c30fc277b585a8034a9086643f7b3d90df","serverName":"Softhills MCP Server","capabilities":["tools"],"serverVersion":"1.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-22T13:29:00.305Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":259,"error":null,"detail":{"tools":[{"name":"search_docs","description":"Search product documentation by keyword. Returns matching document chunks ranked by relevance."},{"name":"get_doc","description":"Retrieve the full content of a document by its ID."},{"name":"list_products","description":"List all indexed products and their versions."},{"name":"get_api_list","description":"List API classes and methods for a product. Returns structured class/method names with summaries. Use this to explore available APIs."},{"name":"get_api_detail","description":"Get detailed information about a specific API (class or method). Returns method signatures, parameters, return values, and descriptions."},{"name":"get_example","description":"Get code examples for a specific API or feature keyword. Returns code snippets with descriptions."},{"name":"get_changelog","description":"Get version changelog / release notes for a product. Can filter by specific version or version range."},{"name":"list_sections","description":"Get the table of contents / section structure of a document without loading full content. Useful for navigating large documents."},{"name":"search_by_tag","description":"Search documents by tags or category keywords. Matches against section headings and content."},{"name":"get_related_docs","description":"Find documents related to a given document. Returns similar documents ranked by relevance."},{"name":"get_migration_guide","description":"Get migration guide and breaking changes between two versions. Shows what changed and how to adapt code."},{"name":"get_index_status","description":"Get current indexing status: document counts, chunk counts, and last update time per product/version."}],"toolCount":12,"toolsHash":"8628793787309a3c6d4fb6816eefd5c30fc277b585a8034a9086643f7b3d90df","serverName":"Softhills MCP Server","capabilities":["tools"],"serverVersion":"1.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-22T06:27:30.672Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":238,"error":null,"detail":{"tools":[{"name":"search_docs","description":"Search product documentation by keyword. Returns matching document chunks ranked by relevance."},{"name":"get_doc","description":"Retrieve the full content of a document by its ID."},{"name":"list_products","description":"List all indexed products and their versions."},{"name":"get_api_list","description":"List API classes and methods for a product. Returns structured class/method names with summaries. Use this to explore available APIs."},{"name":"get_api_detail","description":"Get detailed information about a specific API (class or method). Returns method signatures, parameters, return values, and descriptions."},{"name":"get_example","description":"Get code examples for a specific API or feature keyword. Returns code snippets with descriptions."},{"name":"get_changelog","description":"Get version changelog / release notes for a product. Can filter by specific version or version range."},{"name":"list_sections","description":"Get the table of contents / section structure of a document without loading full content. Useful for navigating large documents."},{"name":"search_by_tag","description":"Search documents by tags or category keywords. Matches against section headings and content."},{"name":"get_related_docs","description":"Find documents related to a given document. Returns similar documents ranked by relevance."},{"name":"get_migration_guide","description":"Get migration guide and breaking changes between two versions. Shows what changed and how to adapt code."},{"name":"get_index_status","description":"Get current indexing status: document counts, chunk counts, and last update time per product/version."}],"toolCount":12,"toolsHash":"8628793787309a3c6d4fb6816eefd5c30fc277b585a8034a9086643f7b3d90df","serverName":"Softhills MCP Server","capabilities":["tools"],"serverVersion":"1.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T23:28:39.367Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":247,"error":null,"detail":{"tools":[{"name":"search_docs","description":"Search product documentation by keyword. Returns matching document chunks ranked by relevance."},{"name":"get_doc","description":"Retrieve the full content of a document by its ID."},{"name":"list_products","description":"List all indexed products and their versions."},{"name":"get_api_list","description":"List API classes and methods for a product. Returns structured class/method names with summaries. Use this to explore available APIs."},{"name":"get_api_detail","description":"Get detailed information about a specific API (class or method). Returns method signatures, parameters, return values, and descriptions."},{"name":"get_example","description":"Get code examples for a specific API or feature keyword. Returns code snippets with descriptions."},{"name":"get_changelog","description":"Get version changelog / release notes for a product. Can filter by specific version or version range."},{"name":"list_sections","description":"Get the table of contents / section structure of a document without loading full content. Useful for navigating large documents."},{"name":"search_by_tag","description":"Search documents by tags or category keywords. Matches against section headings and content."},{"name":"get_related_docs","description":"Find documents related to a given document. Returns similar documents ranked by relevance."},{"name":"get_migration_guide","description":"Get migration guide and breaking changes between two versions. Shows what changed and how to adapt code."},{"name":"get_index_status","description":"Get current indexing status: document counts, chunk counts, and last update time per product/version."}],"toolCount":12,"toolsHash":"8628793787309a3c6d4fb6816eefd5c30fc277b585a8034a9086643f7b3d90df","serverName":"Softhills MCP Server","capabilities":["tools"],"serverVersion":"1.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T17:34:48.185Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":253,"error":null,"detail":{"tools":[{"name":"search_docs","description":"Search product documentation by keyword. Returns matching document chunks ranked by relevance."},{"name":"get_doc","description":"Retrieve the full content of a document by its ID."},{"name":"list_products","description":"List all indexed products and their versions."},{"name":"get_api_list","description":"List API classes and methods for a product. Returns structured class/method names with summaries. Use this to explore available APIs."},{"name":"get_api_detail","description":"Get detailed information about a specific API (class or method). Returns method signatures, parameters, return values, and descriptions."},{"name":"get_example","description":"Get code examples for a specific API or feature keyword. Returns code snippets with descriptions."},{"name":"get_changelog","description":"Get version changelog / release notes for a product. Can filter by specific version or version range."},{"name":"list_sections","description":"Get the table of contents / section structure of a document without loading full content. Useful for navigating large documents."},{"name":"search_by_tag","description":"Search documents by tags or category keywords. Matches against section headings and content."},{"name":"get_related_docs","description":"Find documents related to a given document. Returns similar documents ranked by relevance."},{"name":"get_migration_guide","description":"Get migration guide and breaking changes between two versions. Shows what changed and how to adapt code."},{"name":"get_index_status","description":"Get current indexing status: document counts, chunk counts, and last update time per product/version."}],"toolCount":12,"toolsHash":"8628793787309a3c6d4fb6816eefd5c30fc277b585a8034a9086643f7b3d90df","serverName":"Softhills MCP Server","capabilities":["tools"],"serverVersion":"1.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T06:27:23.727Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":232,"error":null,"detail":{"tools":[{"name":"search_docs","description":"Search product documentation by keyword. Returns matching document chunks ranked by relevance."},{"name":"get_doc","description":"Retrieve the full content of a document by its ID."},{"name":"list_products","description":"List all indexed products and their versions."},{"name":"get_api_list","description":"List API classes and methods for a product. Returns structured class/method names with summaries. Use this to explore available APIs."},{"name":"get_api_detail","description":"Get detailed information about a specific API (class or method). Returns method signatures, parameters, return values, and descriptions."},{"name":"get_example","description":"Get code examples for a specific API or feature keyword. Returns code snippets with descriptions."},{"name":"get_changelog","description":"Get version changelog / release notes for a product. Can filter by specific version or version range."},{"name":"list_sections","description":"Get the table of contents / section structure of a document without loading full content. Useful for navigating large documents."},{"name":"search_by_tag","description":"Search documents by tags or category keywords. Matches against section headings and content."},{"name":"get_related_docs","description":"Find documents related to a given document. Returns similar documents ranked by relevance."},{"name":"get_migration_guide","description":"Get migration guide and breaking changes between two versions. Shows what changed and how to adapt code."},{"name":"get_index_status","description":"Get current indexing status: document counts, chunk counts, and last update time per product/version."}],"toolCount":12,"toolsHash":"8628793787309a3c6d4fb6816eefd5c30fc277b585a8034a9086643f7b3d90df","serverName":"Softhills MCP Server","capabilities":["tools"],"serverVersion":"1.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T00:29:28.207Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":232,"error":null,"detail":{"tools":[{"name":"search_docs","description":"Search product documentation by keyword. Returns matching document chunks ranked by relevance."},{"name":"get_doc","description":"Retrieve the full content of a document by its ID."},{"name":"list_products","description":"List all indexed products and their versions."},{"name":"get_api_list","description":"List API classes and methods for a product. Returns structured class/method names with summaries. Use this to explore available APIs."},{"name":"get_api_detail","description":"Get detailed information about a specific API (class or method). Returns method signatures, parameters, return values, and descriptions."},{"name":"get_example","description":"Get code examples for a specific API or feature keyword. Returns code snippets with descriptions."},{"name":"get_changelog","description":"Get version changelog / release notes for a product. Can filter by specific version or version range."},{"name":"list_sections","description":"Get the table of contents / section structure of a document without loading full content. Useful for navigating large documents."},{"name":"search_by_tag","description":"Search documents by tags or category keywords. Matches against section headings and content."},{"name":"get_related_docs","description":"Find documents related to a given document. Returns similar documents ranked by relevance."},{"name":"get_migration_guide","description":"Get migration guide and breaking changes between two versions. Shows what changed and how to adapt code."},{"name":"get_index_status","description":"Get current indexing status: document counts, chunk counts, and last update time per product/version."}],"toolCount":12,"toolsHash":"8628793787309a3c6d4fb6816eefd5c30fc277b585a8034a9086643f7b3d90df","serverName":"Softhills MCP Server","capabilities":["tools"],"serverVersion":"1.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-20T17:26:11.101Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":236,"error":null,"detail":{"tools":[{"name":"search_docs","description":"Search product documentation by keyword. Returns matching document chunks ranked by relevance."},{"name":"get_doc","description":"Retrieve the full content of a document by its ID."},{"name":"list_products","description":"List all indexed products and their versions."},{"name":"get_api_list","description":"List API classes and methods for a product. Returns structured class/method names with summaries. Use this to explore available APIs."},{"name":"get_api_detail","description":"Get detailed information about a specific API (class or method). Returns method signatures, parameters, return values, and descriptions."},{"name":"get_example","description":"Get code examples for a specific API or feature keyword. Returns code snippets with descriptions."},{"name":"get_changelog","description":"Get version changelog / release notes for a product. Can filter by specific version or version range."},{"name":"list_sections","description":"Get the table of contents / section structure of a document without loading full content. Useful for navigating large documents."},{"name":"search_by_tag","description":"Search documents by tags or category keywords. Matches against section headings and content."},{"name":"get_related_docs","description":"Find documents related to a given document. Returns similar documents ranked by relevance."},{"name":"get_migration_guide","description":"Get migration guide and breaking changes between two versions. Shows what changed and how to adapt code."},{"name":"get_index_status","description":"Get current indexing status: document counts, chunk counts, and last update time per product/version."}],"toolCount":12,"toolsHash":"8628793787309a3c6d4fb6816eefd5c30fc277b585a8034a9086643f7b3d90df","serverName":"Softhills MCP Server","capabilities":["tools"],"serverVersion":"1.1.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"search_docs","description":"Search product documentation by keyword. Returns matching document chunks ranked by relevance."},{"name":"get_doc","description":"Retrieve the full content of a document by its ID."},{"name":"list_products","description":"List all indexed products and their versions."},{"name":"get_api_list","description":"List API classes and methods for a product. Returns structured class/method names with summaries. Use this to explore available APIs."},{"name":"get_api_detail","description":"Get detailed information about a specific API (class or method). Returns method signatures, parameters, return values, and descriptions."},{"name":"get_example","description":"Get code examples for a specific API or feature keyword. Returns code snippets with descriptions."},{"name":"get_changelog","description":"Get version changelog / release notes for a product. Can filter by specific version or version range."},{"name":"list_sections","description":"Get the table of contents / section structure of a document without loading full content. Useful for navigating large documents."},{"name":"search_by_tag","description":"Search documents by tags or category keywords. Matches against section headings and content."},{"name":"get_related_docs","description":"Find documents related to a given document. Returns similar documents ranked by relevance."},{"name":"get_migration_guide","description":"Get migration guide and breaking changes between two versions. Shows what changed and how to adapt code."},{"name":"get_index_status","description":"Get current indexing status: document counts, chunk counts, and last update time per product/version."}],"package":null,"toolSurface":{"id":"ts_vt7zdxt6bmht","endpointId":"ep_zrynr5yv9y7p","hash":"8628793787309a3c6d4fb6816eefd5c30fc277b585a8034a9086643f7b3d90df","toolCount":12,"serverName":"Softhills MCP Server","serverVersion":"1.1.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-10-11T14:27:24.134Z","lastSeenAt":"2026-10-23T10:34:29.694Z","observations":43,"toolNames":["search_docs","get_doc","list_products","get_api_list","get_api_detail","get_example","get_changelog","list_sections","search_by_tag","get_related_docs","get_migration_guide","get_index_status"],"distinctSurfaces":1},"endpointFacts":[{"id":"ep_zrynr5yv9y7p","url":"https://ai.softhills.net/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-19T20:30:18.851Z","auth":{"observedAt":"2026-10-19T20:30:19.890Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-19T20:30:20.672Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"license.softhills.net","issuer":{"commonName":"YR2","organization":"Let's Encrypt"},"validFrom":"2026-09-26T03:42:38.000Z","validTo":"2026-12-25T03:42:37.000Z","daysToExpiry":62,"sanCount":8,"fingerprint256":"7C:02:DA:04:2C:59:9F:BD:40:44:96:E0:09:87:21:2A:BA:57:00:1B:95:2E:52:BE:B0:95:CB:75:89:BB:DA:C1"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"net.softhills/mcp","url":"https://registry.modelcontextprotocol.io/v0/servers/net.softhills%2Fmcp","firstSeenAt":"2026-10-11T14:22:29.467Z","fetchedAt":"2026-10-20T22:18:27.237Z","normalizedAt":"2026-10-20T22:18:27.237Z"}]},"firstSeenAt":"2026-10-11T14:22:29.467Z","updatedAt":"2026-10-23T10:40:37.533Z"}